Exposure to AI/ML concepts or data labeling/validation is beneficial Core Competencies * Strong attention to detail and commitment to data accuracy * Analytical thinking and problem-solving skills
Exposure to AI/ML concepts or data labeling/validation is beneficial Core Competencies * Strong attention to detail and commitment to data accuracy * Analytical thinking and problem-solving skills
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Quick apply
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Data Study Participant (Columbus, Ohio)
Columbus, OH · On-site
$100/day
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Data Study Participant (Columbus, Ohio)
Columbus, OH · On-site
$100/day
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Quick apply
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Data Study Participant (Columbus, Ohio)
Columbus, OH · On-site
$100/day
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Data Study Participant (Columbus, Ohio)
Columbus, OH · On-site
$100/day
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
We are seeking a highly skilled Data Center Infrastructure Installation Technician / Lead to ... Perform hardware mounting, cable routing, labeling, and verification according to engineering ...
We are seeking a highly skilled Data Center Infrastructure Installation Technician / Lead to ... Perform hardware mounting, cable routing, labeling, and verification according to engineering ...
We are hiring Data Center Installation Technician- Onsite for a Contract position in Columbus , OH ... Perform hardware mounting, cable routing, labeling, and verification according to engineering ...
We are hiring Data Center Installation Technician- Onsite for a Contract position in Columbus , OH ... Perform hardware mounting, cable routing, labeling, and verification according to engineering ...
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Quick apply
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Data Study Participant (Onsite Columbus, Ohio)
Columbus, OH · On-site
$100/day
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Data Study Participant (Onsite Columbus, Ohio)
Columbus, OH · On-site
$100/day
... Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million ... practitioners worldwide. We specialize in the operationally complex: real-world data collection ...
Data Center Technician
Columbus, OH · On-site
... Label, document, and maintain accurate records of all infrastructure • Assist with hardware ... data center build‑outs and ongoing expansion projects Qualifications • Experience in cable ...
Quick apply
Data Center Technician
Columbus, OH · On-site
... Label, document, and maintain accurate records of all infrastructure • Assist with hardware ... data center build‑outs and ongoing expansion projects Qualifications • Experience in cable ...
... Label, document, and maintain accurate records of all infrastructure • Assist with hardware ... data center build-outs and ongoing expansion projects Qualifications • Experience in cable ...
... Label, document, and maintain accurate records of all infrastructure • Assist with hardware ... data center build-outs and ongoing expansion projects Qualifications • Experience in cable ...
Data Protection Sr. Analyst
Cleveland, OH · Hybrid
$84K - $100K/yr
Basic understanding of data classification/labeling, DLP policies and rules, and regulatory concepts (e.g., GDPR, HIPAA - awareness level). * PowerShell scripting or automation exposure is a plus.
Data Protection Sr. Analyst
Cleveland, OH · Hybrid
$84K - $100K/yr
Basic understanding of data classification/labeling, DLP policies and rules, and regulatory concepts (e.g., GDPR, HIPAA - awareness level). * PowerShell scripting or automation exposure is a plus.
Data Protection Sr. Analyst
Columbus, OH · Hybrid
$84K - $100K/yr
Basic understanding of data classification/labeling, DLP policies and rules, and regulatory concepts (e.g., GDPR, HIPAA - awareness level). * PowerShell scripting or automation exposure is a plus.
Data Protection Sr. Analyst
Columbus, OH · Hybrid
$84K - $100K/yr
Basic understanding of data classification/labeling, DLP policies and rules, and regulatory concepts (e.g., GDPR, HIPAA - awareness level). * PowerShell scripting or automation exposure is a plus.
Data Protection Sr. Analyst
Cincinnati, OH · Hybrid
$84K - $100K/yr
Basic understanding of data classification/labeling, DLP policies and rules, and regulatory concepts (e.g., GDPR, HIPAA - awareness level). * PowerShell scripting or automation exposure is a plus.
Data Protection Sr. Analyst
Cincinnati, OH · Hybrid
$84K - $100K/yr
Basic understanding of data classification/labeling, DLP policies and rules, and regulatory concepts (e.g., GDPR, HIPAA - awareness level). * PowerShell scripting or automation exposure is a plus.
Experience with artificial intelligence (AI) and generative AI data readiness, including data scoping, bias detection, data labeling, and regulated or ethical AI considerations * Experience ...
Experience with artificial intelligence (AI) and generative AI data readiness, including data scoping, bias detection, data labeling, and regulated or ethical AI considerations * Experience ...
Data Center Tech (L1's)
New Albany, OH · On-site
$21 - $25/hr
The Data Center Technician (L1) provides foundational support for both Inside Plant (ISP) and ... Perform Moves, Adds, and Changes (MACs) for hardware, including device labeling and power ...
Data Center Tech (L1's)
New Albany, OH · On-site
$21 - $25/hr
The Data Center Technician (L1) provides foundational support for both Inside Plant (ISP) and ... Perform Moves, Adds, and Changes (MACs) for hardware, including device labeling and power ...
... Label all cabling and equipment in accordance with data centre standards. • Power up cabinets and IT devices following best practices and load balancing guidelines. New Installations • Review and ...
Quick apply
... Label all cabling and equipment in accordance with data centre standards. • Power up cabinets and IT devices following best practices and load balancing guidelines. New Installations • Review and ...
Data Protection Manager
Columbus, OH · On-site +1
$150K - $178K/yr
Design and implement Microsoft Purview solutions (e.g., sensitivity labeling strategies, advanced DLP policies/integrations, Purview DSPM, data lifecycle/retention controls). * Perform threat mapping ...
Data Protection Manager
Columbus, OH · On-site +1
$150K - $178K/yr
Design and implement Microsoft Purview solutions (e.g., sensitivity labeling strategies, advanced DLP policies/integrations, Purview DSPM, data lifecycle/retention controls). * Perform threat mapping ...
Data Protection Manager
Cleveland, OH · On-site +1
$150K - $178K/yr
Design and implement Microsoft Purview solutions (e.g., sensitivity labeling strategies, advanced DLP policies/integrations, Purview DSPM, data lifecycle/retention controls). * Perform threat mapping ...
Data Protection Manager
Cleveland, OH · On-site +1
$150K - $178K/yr
Design and implement Microsoft Purview solutions (e.g., sensitivity labeling strategies, advanced DLP policies/integrations, Purview DSPM, data lifecycle/retention controls). * Perform threat mapping ...
Data Protection Manager
Cincinnati, OH · On-site +1
$150K - $178K/yr
Design and implement Microsoft Purview solutions (e.g., sensitivity labeling strategies, advanced DLP policies/integrations, Purview DSPM, data lifecycle/retention controls). * Perform threat mapping ...
Data Protection Manager
Cincinnati, OH · On-site +1
$150K - $178K/yr
Design and implement Microsoft Purview solutions (e.g., sensitivity labeling strategies, advanced DLP policies/integrations, Purview DSPM, data lifecycle/retention controls). * Perform threat mapping ...
Data Label information
What is the difference between Data Label vs Data Annotator?
| Aspect | Data Label | Data Annotator |
|---|---|---|
| Primary Role | Assigns labels to data for machine learning models | Performs detailed annotation of data, including labeling and marking specific features |
| Skills & Certifications | Basic understanding of data types, labeling tools | More detailed annotation skills, familiarity with annotation tools |
| Work Environment | Data labeling platforms, remote or on-site | Annotation tools, often similar to labeling platforms |
| Industry Usage | Used across AI, machine learning, and data science projects | Used in similar fields, often with more complex annotation tasks |
Data Label and Data Annotator roles are closely related, with Data Labeling focusing on assigning simple labels to data, while Data Annotators perform more detailed and complex annotations. Both roles are essential in preparing data for AI and machine learning, often using similar tools and working within the same industry environments.
What are some common challenges faced by Data Labelers, and how can they be addressed?
What are the key skills and qualifications needed to thrive as a Data Labeler, and why are they important?
What are data labelers?

Full-time
This job post has expired today. Applications are no longer accepted.
Ergon Inc. rating
8.0
Based on 13 frontline employees who took The Breakroom Quiz
22nd of 74 rated oil and gas companies
Job description
We are a great company with great pay and great benefits. Ergon, Inc. is a relationship-driven company that values each employee's willingness to learn and contribute to the team. We are family owned with locations throughout the world, but we pride ourselves on maintaining a small-company feel.
Position Summary
The Data Analyst I is responsible for supporting the development, management, and validation of accurate roadway inventory and condition data across all client projects. This entry-level role plays a key part in transforming raw data into structured, reliable information that supports Pavement Condition Index (PCI) calculations, reporting, and final deliverables.
Working under general supervision, the Data Analyst I assists in ensuring data integrity, supporting condition assessments, and contributing to quality assurance processes. This role also supports ongoing improvements to roadway analysis tools.
Key Responsibilities
Data Management & Processing
- Collect, organize, and process roadway inventory and condition data from multiple sources
- Validate data accuracy and completeness in alignment with ASTM standards
- Perform routine data remediation tasks, including identifying inconsistencies, correcting errors, and standardizing datasets
- Maintain organized and traceable datasets to support downstream analysis and reporting
Analysis & Reporting Support
- Assist in preparing datasets for PCI calculations and project deliverables
- Perform basic data analysis to identify trends, anomalies, and data gaps
- Support the generation of client-ready outputs by ensuring consistency and accuracy of data
AI Data Validation & Support
- Review roadway distress outputs
- Validate distress types, severity levels, and quantities against established standards
- Provide feedback on outputs to support continuous improvement and model refinement
- Assist in bridging automated data processing with human quality validation
Quality Assurance & Standards Compliance
- Support QA/QC processes by reviewing datasets for adherence to quality standards
- Ensure consistency across data systems and project deliverables
- Participate in maintaining and improving data standards and documentation
Collaboration & Process Improvement
- Work closely with GIS, QA/QC, and operations teams to ensure seamless data integration
- Support cross-functional efforts to deliver projects on time and within quality expectations
- Contribute to workflow efficiencies, process improvements, and scalability initiatives
Qualifications
Education
- Associate's degree (or in pursuit of) in Data Analytics, Engineering, GIS, Computer Science, Statistics, or a related field (or equivalent experience)
Experience
- 0–2 years of experience in data analysis, data processing, or a related field
- Exposure to infrastructure, roadway, or asset management data preferred but not required
Technical Skills
- Basic proficiency in data analysis tools (e.g., Excel, SQL, or similar)
- Familiarity with GIS concepts or tools (e.g., ArcGIS, QGIS) is a plus
- Ability to work with large datasets and perform data validation
- Exposure to AI/ML concepts or data labeling/validation is beneficial
Core Competencies
- Strong attention to detail and commitment to data accuracy
- Analytical thinking and problem-solving skills
- Ability to follow defined processes and standards
- Effective communication and teamwork skills
- Willingness to learn and adapt in a technology-driven environment
Working Conditions
- Primarily office-based or remote work with extended periods of computer use
- May require occasional coordination across teams or departments to meet project deadlines
Come join the team!
Must be able to pass a pre-employment drug screen and background check. A clean MVR is required.
We are an EEO/AAP employer.
Job Role: Data Analyst I
Location: Heath, OH
What Ergon Inc. employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About Ergon
Sourced by ZipRecruiter
Industry
Oil and gas extraction
Company size
1,001 - 5,000 Employees
Headquarters location
Flowood, MS, US
Year founded
1954